Compare
Deepen AI Services vs Scale AI
A factual comparison of Deepen AI Services and Scale AI: what each offers, who it is for, how you buy, pricing, quality process and security.
Facts about Scale AI were checked against their public website on 2026-10-02. If something has changed, email info@deepen.ai and we will correct it.
| Dimension | Deepen AI | Scale AI | Source |
|---|---|---|---|
| What it is | Managed teams for standard data tasks, such as AI output review, text annotation, document data extraction, product data enrichment and data entry, done in your tools. Part of Deepen AI. | Scale says it "works across the AI stack, from the data that trains the models you rely on, to the systems that put them to work." | Source |
| Who it is built for | Teams with repeatable data work in English who want a trained, named team and a published rate. | Model builders, enterprises and government. Its site lists solutions for enterprise, insurance, healthcare, national security and the public sector. | Source |
| How you buy | Self-serve request: describe the task and our ops team emails a pilot plan and quote. No sales call required. | Its Get Started links lead to a page that says "Book a 1:1 intro call with us to get started." | Source |
| Published pricing | $5 per person-hour for standard tasks. Specialist tasks (bug triage, mapping, scenario extraction) are quoted per project above the standard rate. | Not published on their site as of 2026-10-02. scale.com/pricing redirected to the demo request page. | Source |
| Pilot or minimum | Two-week prepaid pilot, at least 20 hours per person per week. Weekly invoices after the pilot. | Not published on their site as of 2026-10-02. | Source |
| Where the work happens | In your tools, on accounts you control, including a Ground Truth or A2I portal as a private workforce. | Scale's documentation describes an API and a customer dashboard for its data products. | Source |
| Team model | A managed team of known Deepen AI team members with a named team lead. Not a marketplace or an open crowd. | Scale says it sources contributors "with precision (25% have advanced degrees)." | Source |
| Quality process (as described publicly) | Training on your guidelines, gold sets, QA sampling of finished work (not every item is checked twice), escalation and a weekly report. | Its documentation says it combines "machine learning powered pre-labeling and active tooling with varying levels and types of human review." | Source |
| Security certifications (as stated publicly) | SOC 2 Type II, ISO 27001 and TISAX. Personal data handled in line with GDPR. | SOC 2 Type II report, ISO/IEC 27001:2022, DoD IL4 Provisional Authorization and FedRAMP High Authorized, per its security page. | Source |
| Enterprise and custom options | The Deepen AI enterprise team scopes and prices annotation, calibration, data collection, curation, validation and human evaluation for computer vision, automotive and robotics. | Enterprise AI systems built on the Scale Generative AI Platform, with Scale experts who "embed directly in your organization." | Source |
Facts about Scale AI come from their own public pages, not a trial or paid account, and may be out of date. This is not a quality comparison.
Scale AI and Deepen AI Services both put people to work on AI data, but they are built for different buyers. Scale serves model builders, enterprises and government with a broad data and AI platform, and you start with a call. Deepen AI Services runs managed teams for standard data tasks inside your own tools, with a published rate and a pilot you can request without a call.
When Scale AI is the better fit
- You are training or evaluating large models and need generation, RLHF, red teaming and evaluation data from subject-matter experts, which Scale describes on its Generative AI Data Engine page.
- You want one vendor to collect, curate and annotate data and evaluate models.
- Your program needs US government authorizations. Scale's security page lists FedRAMP High and DoD IL4 provisional authorizations.
- You want a partner to build and run enterprise AI applications, not only to supply data.
- You are building autonomy and want Scale's Automotive Data Engine for annotation, curation and model evaluation.
When Deepen AI Services is the better fit
- Your work repeats and is in English: scoring AI outputs against a rubric, labeling text, verifying extracted document fields, enriching product data or entering records.
- You want the work done inside your own tools, on accounts you can switch off.
- You want to see the rate first: $5 per person-hour for standard tasks, with the team lead and QA sampling included.
- You want to start with a two-week prepaid pilot and weekly reports.
- You want the same named people on your work, with a team lead.
Computer vision, automotive and robotics annotation is run separately by the Deepen AI enterprise team, which scopes and prices each project. Deepen AI has delivered annotation and data services for Daimler Trucks, BMW, Bosch, Mercedes, Hexagon, Aptiv and Ford Otosan. See Deepen AI enterprise.
Start with two weeks
We email you a pilot plan with people, hours, start date and price. Request a pilot plan. For specialized annotation, discuss an enterprise project.
FAQ
Does Scale AI publish its prices?
Not as of 2026-10-02. scale.com/pricing redirected to a demo request page, and we found no published rate card on scale.com.
Is Deepen AI Services an alternative to Scale AI?
For repeatable data tasks done in your own tools, such as AI output review, text annotation, document data extraction, product data enrichment and data entry, yes. For frontier-model data programs such as expert RLHF, red teaming and evaluation, Scale describes products built for that work.
What does Deepen AI Services cost?
$5 per person-hour for standard tasks, including a named team lead, QA sampling and a weekly report. Specialist tasks are quoted per project above the standard rate. Work starts with a two-week prepaid pilot of at least 20 hours per person per week.
Which security certifications does each company list?
Scale's security page lists a SOC 2 Type II report, ISO/IEC 27001:2022, a DoD IL4 Provisional Authorization and FedRAMP High authorization. Deepen AI holds SOC 2 Type II, ISO 27001 and TISAX, and handles personal data in line with GDPR.